app.py

from transformers import pipeline
import gradio as gr

model_checkpoint = "MuntasirHossain/RoBERTa-base-finetuned-emotion"
model = pipeline("text-classification", model=model_checkpoint)

def classify(text):
    label = model(text)[0]["label"]
    return label

 
title = "Texts Expressing Emotion"

iface = gr.Interface(
    fn=classify,
    inputs=gr.Textbox(),
    outputs=gr.Label(),
    title=title,
)

iface.launch()